Cross-functional stalls are rarely about disagreement on the facts — they're about engineering, legal and commercial stakeholders each working from a different version of the timeline, discovered only when a deadline is already missed.
As a global entrepreneur with substantial M&A experience — running deal processes involving technical due diligence and legal negotiation at once — keeping every stakeholder on the same facts isn't a coordination exercise, it's the same discipline that keeps a transaction from falling apart between signing and close. — shaped by 20+ years of cross-border M&A and technical due-diligence work across Canada and India.
Talk About This →Methodology
Stakeholder maps are built explicitly at kickoff — who approves, who is consulted, who is informed — rather than assumed. Disagreements get surfaced and resolved in the room, not discovered after a deliverable is built on the wrong assumption.
Evidence & Proof Points
Acted as the connective role between engineering, commercial and legal functions on technology transactions — translating technical delivery models into enforceable contracts both sides understood.
Chairs governance committees directly in ongoing AI governance retainers, coordinating input from compliance, engineering and executive stakeholders into a single decision cadence.
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